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<h1 id="sec_name">
<span data-if="hdevelop" style="display:inline;">create_dl_layer_activation</span><span data-if="c" style="display:none;">T_create_dl_layer_activation</span><span data-if="cpp" style="display:none;">CreateDlLayerActivation</span><span data-if="dotnet" style="display:none;">CreateDlLayerActivation</span><span data-if="python" style="display:none;">create_dl_layer_activation</span> (算子名称)</h1>
<h2>名称</h2>
<p><code><span data-if="hdevelop" style="display:inline;">create_dl_layer_activation</span><span data-if="c" style="display:none;">T_create_dl_layer_activation</span><span data-if="cpp" style="display:none;">CreateDlLayerActivation</span><span data-if="dotnet" style="display:none;">CreateDlLayerActivation</span><span data-if="python" style="display:none;">create_dl_layer_activation</span></code> — Create an activation layer.</p>
<h2 id="sec_synopsis">参数签名</h2>
<div data-if="hdevelop" style="display:inline;">
<p>
<code><b>create_dl_layer_activation</b>( :  : <a href="#DLLayerInput"><i>DLLayerInput</i></a>, <a href="#LayerName"><i>LayerName</i></a>, <a href="#ActivationType"><i>ActivationType</i></a>, <a href="#GenParamName"><i>GenParamName</i></a>, <a href="#GenParamValue"><i>GenParamValue</i></a> : <a href="#DLLayerActivation"><i>DLLayerActivation</i></a>)</code></p>
</div>
<div data-if="c" style="display:none;">
<p>
<code>Herror <b>T_create_dl_layer_activation</b>(const Htuple <a href="#DLLayerInput"><i>DLLayerInput</i></a>, const Htuple <a href="#LayerName"><i>LayerName</i></a>, const Htuple <a href="#ActivationType"><i>ActivationType</i></a>, const Htuple <a href="#GenParamName"><i>GenParamName</i></a>, const Htuple <a href="#GenParamValue"><i>GenParamValue</i></a>, Htuple* <a href="#DLLayerActivation"><i>DLLayerActivation</i></a>)</code></p>
</div>
<div data-if="cpp" style="display:none;">
<p>
<code>void <b>CreateDlLayerActivation</b>(const HTuple&amp; <a href="#DLLayerInput"><i>DLLayerInput</i></a>, const HTuple&amp; <a href="#LayerName"><i>LayerName</i></a>, const HTuple&amp; <a href="#ActivationType"><i>ActivationType</i></a>, const HTuple&amp; <a href="#GenParamName"><i>GenParamName</i></a>, const HTuple&amp; <a href="#GenParamValue"><i>GenParamValue</i></a>, HTuple* <a href="#DLLayerActivation"><i>DLLayerActivation</i></a>)</code></p>
<p>
<code><a href="HDlLayer.html">HDlLayer</a> <a href="HDlLayer.html">HDlLayer</a>::<b>CreateDlLayerActivation</b>(const HString&amp; <a href="#LayerName"><i>LayerName</i></a>, const HString&amp; <a href="#ActivationType"><i>ActivationType</i></a>, const HTuple&amp; <a href="#GenParamName"><i>GenParamName</i></a>, const HTuple&amp; <a href="#GenParamValue"><i>GenParamValue</i></a>) const</code></p>
<p>
<code><a href="HDlLayer.html">HDlLayer</a> <a href="HDlLayer.html">HDlLayer</a>::<b>CreateDlLayerActivation</b>(const HString&amp; <a href="#LayerName"><i>LayerName</i></a>, const HString&amp; <a href="#ActivationType"><i>ActivationType</i></a>, const HString&amp; <a href="#GenParamName"><i>GenParamName</i></a>, const HString&amp; <a href="#GenParamValue"><i>GenParamValue</i></a>) const</code></p>
<p>
<code><a href="HDlLayer.html">HDlLayer</a> <a href="HDlLayer.html">HDlLayer</a>::<b>CreateDlLayerActivation</b>(const char* <a href="#LayerName"><i>LayerName</i></a>, const char* <a href="#ActivationType"><i>ActivationType</i></a>, const char* <a href="#GenParamName"><i>GenParamName</i></a>, const char* <a href="#GenParamValue"><i>GenParamValue</i></a>) const</code></p>
<p>
<code><a href="HDlLayer.html">HDlLayer</a> <a href="HDlLayer.html">HDlLayer</a>::<b>CreateDlLayerActivation</b>(const wchar_t* <a href="#LayerName"><i>LayerName</i></a>, const wchar_t* <a href="#ActivationType"><i>ActivationType</i></a>, const wchar_t* <a href="#GenParamName"><i>GenParamName</i></a>, const wchar_t* <a href="#GenParamValue"><i>GenParamValue</i></a>) const  <span class="signnote">
            (
            Windows only)
          </span></code></p>
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<p>
<code>static void <a href="HOperatorSet.html">HOperatorSet</a>.<b>CreateDlLayerActivation</b>(<a href="HTuple.html">HTuple</a> <a href="#DLLayerInput"><i>DLLayerInput</i></a>, <a href="HTuple.html">HTuple</a> <a href="#LayerName"><i>layerName</i></a>, <a href="HTuple.html">HTuple</a> <a href="#ActivationType"><i>activationType</i></a>, <a href="HTuple.html">HTuple</a> <a href="#GenParamName"><i>genParamName</i></a>, <a href="HTuple.html">HTuple</a> <a href="#GenParamValue"><i>genParamValue</i></a>, out <a href="HTuple.html">HTuple</a> <a href="#DLLayerActivation"><i>DLLayerActivation</i></a>)</code></p>
<p>
<code><a href="HDlLayer.html">HDlLayer</a> <a href="HDlLayer.html">HDlLayer</a>.<b>CreateDlLayerActivation</b>(string <a href="#LayerName"><i>layerName</i></a>, string <a href="#ActivationType"><i>activationType</i></a>, <a href="HTuple.html">HTuple</a> <a href="#GenParamName"><i>genParamName</i></a>, <a href="HTuple.html">HTuple</a> <a href="#GenParamValue"><i>genParamValue</i></a>)</code></p>
<p>
<code><a href="HDlLayer.html">HDlLayer</a> <a href="HDlLayer.html">HDlLayer</a>.<b>CreateDlLayerActivation</b>(string <a href="#LayerName"><i>layerName</i></a>, string <a href="#ActivationType"><i>activationType</i></a>, string <a href="#GenParamName"><i>genParamName</i></a>, string <a href="#GenParamValue"><i>genParamValue</i></a>)</code></p>
</div>
<div data-if="python" style="display:none;">
<p>
<code>def <b>create_dl_layer_activation</b>(<a href="#DLLayerInput"><i>dllayer_input</i></a>: HHandle, <a href="#LayerName"><i>layer_name</i></a>: str, <a href="#ActivationType"><i>activation_type</i></a>: str, <a href="#GenParamName"><i>gen_param_name</i></a>: MaybeSequence[str], <a href="#GenParamValue"><i>gen_param_value</i></a>: MaybeSequence[Union[int, float, str]]) -&gt; HHandle</code></p>
</div>
<h2 id="sec_description">描述</h2>
<p>该算子 <code><span data-if="hdevelop" style="display:inline">create_dl_layer_activation</span><span data-if="c" style="display:none">create_dl_layer_activation</span><span data-if="cpp" style="display:none">CreateDlLayerActivation</span><span data-if="com" style="display:none">CreateDlLayerActivation</span><span data-if="dotnet" style="display:none">CreateDlLayerActivation</span><span data-if="python" style="display:none">create_dl_layer_activation</span></code> creates an activation layer
whose handle is returned in <a href="#DLLayerActivation"><i><code><span data-if="hdevelop" style="display:inline">DLLayerActivation</span><span data-if="c" style="display:none">DLLayerActivation</span><span data-if="cpp" style="display:none">DLLayerActivation</span><span data-if="com" style="display:none">DLLayerActivation</span><span data-if="dotnet" style="display:none">DLLayerActivation</span><span data-if="python" style="display:none">dllayer_activation</span></code></i></a>.
</p>
<p>The parameter <a href="#DLLayerInput"><i><code><span data-if="hdevelop" style="display:inline">DLLayerInput</span><span data-if="c" style="display:none">DLLayerInput</span><span data-if="cpp" style="display:none">DLLayerInput</span><span data-if="com" style="display:none">DLLayerInput</span><span data-if="dotnet" style="display:none">DLLayerInput</span><span data-if="python" style="display:none">dllayer_input</span></code></i></a> determines the feeding input layer and
expects the layer handle as value.
</p>
<p>The parameter <a href="#LayerName"><i><code><span data-if="hdevelop" style="display:inline">LayerName</span><span data-if="c" style="display:none">LayerName</span><span data-if="cpp" style="display:none">LayerName</span><span data-if="com" style="display:none">LayerName</span><span data-if="dotnet" style="display:none">layerName</span><span data-if="python" style="display:none">layer_name</span></code></i></a> sets an individual layer name.
Note that if creating a model using <a href="create_dl_model.html"><code><span data-if="hdevelop" style="display:inline">create_dl_model</span><span data-if="c" style="display:none">create_dl_model</span><span data-if="cpp" style="display:none">CreateDlModel</span><span data-if="com" style="display:none">CreateDlModel</span><span data-if="dotnet" style="display:none">CreateDlModel</span><span data-if="python" style="display:none">create_dl_model</span></code></a> each layer of
the created network must have a unique name.
</p>
<p>The parameter <a href="#ActivationType"><i><code><span data-if="hdevelop" style="display:inline">ActivationType</span><span data-if="c" style="display:none">ActivationType</span><span data-if="cpp" style="display:none">ActivationType</span><span data-if="com" style="display:none">ActivationType</span><span data-if="dotnet" style="display:none">activationType</span><span data-if="python" style="display:none">activation_type</span></code></i></a> sets the type of the activation.
Supported activation types are:
</p>
<dl class="generic">

<dt><b><i><span data-if="hdevelop" style="display:inline">'relu'</span><span data-if="c" style="display:none">"relu"</span><span data-if="cpp" style="display:none">"relu"</span><span data-if="com" style="display:none">"relu"</span><span data-if="dotnet" style="display:none">"relu"</span><span data-if="python" style="display:none">"relu"</span></i>:</b></dt>
<dd>
<p>

Rectified linear unit (ReLU) activation.
By setting a specific ReLU parameter, another type can be specified
instead of the standard ReLU:
</p>
<ul>
<li>
<p> Standard ReLU, defined as follows:
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<p> Bounded ReLU, defined as follows:
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Setting the generic parameter <i><span data-if="hdevelop" style="display:inline">'upper_bound'</span><span data-if="c" style="display:none">"upper_bound"</span><span data-if="cpp" style="display:none">"upper_bound"</span><span data-if="com" style="display:none">"upper_bound"</span><span data-if="dotnet" style="display:none">"upper_bound"</span><span data-if="python" style="display:none">"upper_bound"</span></i> will result in a
bounded ReLU and determines the value of <span title="3" style="vertical-align:-0.261506em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.742092em" height="1.01057em" viewBox="0 0 11.873474 16.169159">
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</p>
</li>
<li>
<p> Leaky ReLU:, defined as follows:
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Setting the generic parameter <i><span data-if="hdevelop" style="display:inline">'leaky_relu_alpha'</span><span data-if="c" style="display:none">"leaky_relu_alpha"</span><span data-if="cpp" style="display:none">"leaky_relu_alpha"</span><span data-if="com" style="display:none">"leaky_relu_alpha"</span><span data-if="dotnet" style="display:none">"leaky_relu_alpha"</span><span data-if="python" style="display:none">"leaky_relu_alpha"</span></i> results in a leaky ReLU
and determines the value <span title="5" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.767002em" height="0.573321em" viewBox="0 0 12.272034 9.173141">
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</p>
</li>
</ul>

</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'sigmoid'</span><span data-if="c" style="display:none">"sigmoid"</span><span data-if="cpp" style="display:none">"sigmoid"</span><span data-if="com" style="display:none">"sigmoid"</span><span data-if="dotnet" style="display:none">"sigmoid"</span><span data-if="python" style="display:none">"sigmoid"</span></i>:</b></dt>
<dd><p>
 Sigmoid activation, which is defined as follows.
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</dl>
<p>The following generic parameters <a href="#GenParamName"><i><code><span data-if="hdevelop" style="display:inline">GenParamName</span><span data-if="c" style="display:none">GenParamName</span><span data-if="cpp" style="display:none">GenParamName</span><span data-if="com" style="display:none">GenParamName</span><span data-if="dotnet" style="display:none">genParamName</span><span data-if="python" style="display:none">gen_param_name</span></code></i></a> and the corresponding
values <a href="#GenParamValue"><i><code><span data-if="hdevelop" style="display:inline">GenParamValue</span><span data-if="c" style="display:none">GenParamValue</span><span data-if="cpp" style="display:none">GenParamValue</span><span data-if="com" style="display:none">GenParamValue</span><span data-if="dotnet" style="display:none">genParamValue</span><span data-if="python" style="display:none">gen_param_value</span></code></i></a> are supported:
</p>
<dl class="generic">

<dt><b><i><span data-if="hdevelop" style="display:inline">'is_inference_output'</span><span data-if="c" style="display:none">"is_inference_output"</span><span data-if="cpp" style="display:none">"is_inference_output"</span><span data-if="com" style="display:none">"is_inference_output"</span><span data-if="dotnet" style="display:none">"is_inference_output"</span><span data-if="python" style="display:none">"is_inference_output"</span></i>:</b></dt>
<dd>
<p>

Determines whether <a href="apply_dl_model.html"><code><span data-if="hdevelop" style="display:inline">apply_dl_model</span><span data-if="c" style="display:none">apply_dl_model</span><span data-if="cpp" style="display:none">ApplyDlModel</span><span data-if="com" style="display:none">ApplyDlModel</span><span data-if="dotnet" style="display:none">ApplyDlModel</span><span data-if="python" style="display:none">apply_dl_model</span></code></a> will include the output of this
layer in the dictionary <code><span data-if="hdevelop" style="display:inline">DLResultBatch</span><span data-if="c" style="display:none">DLResultBatch</span><span data-if="cpp" style="display:none">DLResultBatch</span><span data-if="com" style="display:none">DLResultBatch</span><span data-if="dotnet" style="display:none">DLResultBatch</span><span data-if="python" style="display:none">dlresult_batch</span></code> even without specifying this
layer in <code><span data-if="hdevelop" style="display:inline">Outputs</span><span data-if="c" style="display:none">Outputs</span><span data-if="cpp" style="display:none">Outputs</span><span data-if="com" style="display:none">Outputs</span><span data-if="dotnet" style="display:none">outputs</span><span data-if="python" style="display:none">outputs</span></code> (<i><span data-if="hdevelop" style="display:inline">'true'</span><span data-if="c" style="display:none">"true"</span><span data-if="cpp" style="display:none">"true"</span><span data-if="com" style="display:none">"true"</span><span data-if="dotnet" style="display:none">"true"</span><span data-if="python" style="display:none">"true"</span></i>) or not (<i><span data-if="hdevelop" style="display:inline">'false'</span><span data-if="c" style="display:none">"false"</span><span data-if="cpp" style="display:none">"false"</span><span data-if="com" style="display:none">"false"</span><span data-if="dotnet" style="display:none">"false"</span><span data-if="python" style="display:none">"false"</span></i>).</p>
<p>
<i>Default:</i> <i><span data-if="hdevelop" style="display:inline">'false'</span><span data-if="c" style="display:none">"false"</span><span data-if="cpp" style="display:none">"false"</span><span data-if="com" style="display:none">"false"</span><span data-if="dotnet" style="display:none">"false"</span><span data-if="python" style="display:none">"false"</span></i>
</p>
</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'upper_bound'</span><span data-if="c" style="display:none">"upper_bound"</span><span data-if="cpp" style="display:none">"upper_bound"</span><span data-if="com" style="display:none">"upper_bound"</span><span data-if="dotnet" style="display:none">"upper_bound"</span><span data-if="python" style="display:none">"upper_bound"</span></i>:</b></dt>
<dd>
<p>

Float value defining an upper bound for a rectified linear unit.
If the activation layer is part of a model which has been created using
<a href="create_dl_model.html"><code><span data-if="hdevelop" style="display:inline">create_dl_model</span><span data-if="c" style="display:none">create_dl_model</span><span data-if="cpp" style="display:none">CreateDlModel</span><span data-if="com" style="display:none">CreateDlModel</span><span data-if="dotnet" style="display:none">CreateDlModel</span><span data-if="python" style="display:none">create_dl_model</span></code></a>, the upper bound can be unset. To do so, use
<a href="set_dl_model_layer_param.html"><code><span data-if="hdevelop" style="display:inline">set_dl_model_layer_param</span><span data-if="c" style="display:none">set_dl_model_layer_param</span><span data-if="cpp" style="display:none">SetDlModelLayerParam</span><span data-if="com" style="display:none">SetDlModelLayerParam</span><span data-if="dotnet" style="display:none">SetDlModelLayerParam</span><span data-if="python" style="display:none">set_dl_model_layer_param</span></code></a> and set an empty tuple for
<i><span data-if="hdevelop" style="display:inline">'upper_bound'</span><span data-if="c" style="display:none">"upper_bound"</span><span data-if="cpp" style="display:none">"upper_bound"</span><span data-if="com" style="display:none">"upper_bound"</span><span data-if="dotnet" style="display:none">"upper_bound"</span><span data-if="python" style="display:none">"upper_bound"</span></i>.</p>
<p>
<i>Default:</i> <i>[]</i>
</p>
</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'leaky_relu_alpha'</span><span data-if="c" style="display:none">"leaky_relu_alpha"</span><span data-if="cpp" style="display:none">"leaky_relu_alpha"</span><span data-if="com" style="display:none">"leaky_relu_alpha"</span><span data-if="dotnet" style="display:none">"leaky_relu_alpha"</span><span data-if="python" style="display:none">"leaky_relu_alpha"</span></i>:</b></dt>
<dd>
<p>

Float value defining the alpha parameter of a leaky ReLU.</p>
<p>
<i>Restriction:</i> The value of <i><span data-if="hdevelop" style="display:inline">'leaky_relu_alpha'</span><span data-if="c" style="display:none">"leaky_relu_alpha"</span><span data-if="cpp" style="display:none">"leaky_relu_alpha"</span><span data-if="com" style="display:none">"leaky_relu_alpha"</span><span data-if="dotnet" style="display:none">"leaky_relu_alpha"</span><span data-if="python" style="display:none">"leaky_relu_alpha"</span></i> must be
positive or zero.</p>
<p>
<i>Default:</i> <i>0.0</i>
</p>
</dd>
</dl>
<p>Certain parameters of layers created using this operator
<code><span data-if="hdevelop" style="display:inline">create_dl_layer_activation</span><span data-if="c" style="display:none">create_dl_layer_activation</span><span data-if="cpp" style="display:none">CreateDlLayerActivation</span><span data-if="com" style="display:none">CreateDlLayerActivation</span><span data-if="dotnet" style="display:none">CreateDlLayerActivation</span><span data-if="python" style="display:none">create_dl_layer_activation</span></code> can be set and retrieved using
further operators.
The following tables give an overview, which parameters can be set
using <a href="set_dl_model_layer_param.html"><code><span data-if="hdevelop" style="display:inline">set_dl_model_layer_param</span><span data-if="c" style="display:none">set_dl_model_layer_param</span><span data-if="cpp" style="display:none">SetDlModelLayerParam</span><span data-if="com" style="display:none">SetDlModelLayerParam</span><span data-if="dotnet" style="display:none">SetDlModelLayerParam</span><span data-if="python" style="display:none">set_dl_model_layer_param</span></code></a> and which ones can be retrieved
using <a href="get_dl_model_layer_param.html"><code><span data-if="hdevelop" style="display:inline">get_dl_model_layer_param</span><span data-if="c" style="display:none">get_dl_model_layer_param</span><span data-if="cpp" style="display:none">GetDlModelLayerParam</span><span data-if="com" style="display:none">GetDlModelLayerParam</span><span data-if="dotnet" style="display:none">GetDlModelLayerParam</span><span data-if="python" style="display:none">get_dl_model_layer_param</span></code></a> or <a href="get_dl_layer_param.html"><code><span data-if="hdevelop" style="display:inline">get_dl_layer_param</span><span data-if="c" style="display:none">get_dl_layer_param</span><span data-if="cpp" style="display:none">GetDlLayerParam</span><span data-if="com" style="display:none">GetDlLayerParam</span><span data-if="dotnet" style="display:none">GetDlLayerParam</span><span data-if="python" style="display:none">get_dl_layer_param</span></code></a>. Note, the
operators <a href="set_dl_model_layer_param.html"><code><span data-if="hdevelop" style="display:inline">set_dl_model_layer_param</span><span data-if="c" style="display:none">set_dl_model_layer_param</span><span data-if="cpp" style="display:none">SetDlModelLayerParam</span><span data-if="com" style="display:none">SetDlModelLayerParam</span><span data-if="dotnet" style="display:none">SetDlModelLayerParam</span><span data-if="python" style="display:none">set_dl_model_layer_param</span></code></a> and <a href="get_dl_model_layer_param.html"><code><span data-if="hdevelop" style="display:inline">get_dl_model_layer_param</span><span data-if="c" style="display:none">get_dl_model_layer_param</span><span data-if="cpp" style="display:none">GetDlModelLayerParam</span><span data-if="com" style="display:none">GetDlModelLayerParam</span><span data-if="dotnet" style="display:none">GetDlModelLayerParam</span><span data-if="python" style="display:none">get_dl_model_layer_param</span></code></a>
require a model created by <a href="create_dl_model.html"><code><span data-if="hdevelop" style="display:inline">create_dl_model</span><span data-if="c" style="display:none">create_dl_model</span><span data-if="cpp" style="display:none">CreateDlModel</span><span data-if="com" style="display:none">CreateDlModel</span><span data-if="dotnet" style="display:none">CreateDlModel</span><span data-if="python" style="display:none">create_dl_model</span></code></a>.
</p>
<div style="text-align:center"><table style="width:95%;margin-left:auto;margin-right:auto" class="table">
<col span="1" style="width:55%;">
<col span="1" style="width:20%;">
<col span="1" style="width:20%;">
<tr>
<th style="text-align:left">
Layer Parameters                                     </th>
<th style="text-align:center">set                            </th>
<th style="text-align:center">get</th>
</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'activation_type'</span><span data-if="c" style="display:none">"activation_type"</span><span data-if="cpp" style="display:none">"activation_type"</span><span data-if="com" style="display:none">"activation_type"</span><span data-if="dotnet" style="display:none">"activation_type"</span><span data-if="python" style="display:none">"activation_type"</span></i> (<a href="#ActivationType"><i><code><span data-if="hdevelop" style="display:inline">ActivationType</span><span data-if="c" style="display:none">ActivationType</span><span data-if="cpp" style="display:none">ActivationType</span><span data-if="com" style="display:none">ActivationType</span><span data-if="dotnet" style="display:none">activationType</span><span data-if="python" style="display:none">activation_type</span></code></i></a>) </td>
<td style="text-align:center">
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<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'input_layer'</span><span data-if="c" style="display:none">"input_layer"</span><span data-if="cpp" style="display:none">"input_layer"</span><span data-if="com" style="display:none">"input_layer"</span><span data-if="dotnet" style="display:none">"input_layer"</span><span data-if="python" style="display:none">"input_layer"</span></i> (<a href="#DLLayerInput"><i><code><span data-if="hdevelop" style="display:inline">DLLayerInput</span><span data-if="c" style="display:none">DLLayerInput</span><span data-if="cpp" style="display:none">DLLayerInput</span><span data-if="com" style="display:none">DLLayerInput</span><span data-if="dotnet" style="display:none">DLLayerInput</span><span data-if="python" style="display:none">dllayer_input</span></code></i></a>)       </td>
<td style="text-align:center">
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<td style="text-align:center"><span title="10" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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</svg></span></td>
</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'name'</span><span data-if="c" style="display:none">"name"</span><span data-if="cpp" style="display:none">"name"</span><span data-if="com" style="display:none">"name"</span><span data-if="dotnet" style="display:none">"name"</span><span data-if="python" style="display:none">"name"</span></i> (<a href="#LayerName"><i><code><span data-if="hdevelop" style="display:inline">LayerName</span><span data-if="c" style="display:none">LayerName</span><span data-if="cpp" style="display:none">LayerName</span><span data-if="com" style="display:none">LayerName</span><span data-if="dotnet" style="display:none">layerName</span><span data-if="python" style="display:none">layer_name</span></code></i></a>)                 </td>
<td style="text-align:center">
<span title="11" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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<td style="text-align:center"><span title="12" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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</svg></span></td>
</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'output_layer'</span><span data-if="c" style="display:none">"output_layer"</span><span data-if="cpp" style="display:none">"output_layer"</span><span data-if="com" style="display:none">"output_layer"</span><span data-if="dotnet" style="display:none">"output_layer"</span><span data-if="python" style="display:none">"output_layer"</span></i> (<a href="#DLLayerActivation"><i><code><span data-if="hdevelop" style="display:inline">DLLayerActivation</span><span data-if="c" style="display:none">DLLayerActivation</span><span data-if="cpp" style="display:none">DLLayerActivation</span><span data-if="com" style="display:none">DLLayerActivation</span><span data-if="dotnet" style="display:none">DLLayerActivation</span><span data-if="python" style="display:none">dllayer_activation</span></code></i></a>) </td>
<td style="text-align:center">
<span title="13" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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    <use xlink:href="#GLYPHpcrr8r_45"></use>
  </g>
</svg></span>            </td>
<td style="text-align:center"><span title="14" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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    <g transform="scale(0.009963,0.009963)" id="GLYPHpcrr8r_120">
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  </g>
</svg></span></td>
</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'shape'</span><span data-if="c" style="display:none">"shape"</span><span data-if="cpp" style="display:none">"shape"</span><span data-if="com" style="display:none">"shape"</span><span data-if="dotnet" style="display:none">"shape"</span><span data-if="python" style="display:none">"shape"</span></i>                                     </td>
<td style="text-align:center">
<span title="15" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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  <g transform="matrix(1.600006,-0.000000,-0.000000,1.600006,0.225967 7.586578)" style="fill: rgb(0.000000%,0.000000%,0.000000%);">
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  </g>
</svg></span>            </td>
<td style="text-align:center"><span title="16" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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  </g>
</svg></span></td>
</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'type'</span><span data-if="c" style="display:none">"type"</span><span data-if="cpp" style="display:none">"type"</span><span data-if="com" style="display:none">"type"</span><span data-if="dotnet" style="display:none">"type"</span><span data-if="python" style="display:none">"type"</span></i>                                      </td>
<td style="text-align:center">
<span title="17" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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  <g transform="matrix(1.600006,-0.000000,-0.000000,1.600006,0.225967 7.586578)" style="fill: rgb(0.000000%,0.000000%,0.000000%);">
    <use xlink:href="#GLYPHpcrr8r_45"></use>
  </g>
</svg></span>            </td>
<td style="text-align:center">
<span title="18" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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  </g>
</svg></span>
</td>
</tr>
</table></div>
<div style="text-align:center"><table style="width:95%;margin-left:auto;margin-right:auto" class="table">
<col span="1" style="width:55%;">
<col span="1" style="width:20%;">
<col span="1" style="width:20%;">
<tr>
<th style="text-align:left">
Generic Layer Parameters                       </th>
<th style="text-align:center">set                            </th>
<th style="text-align:center">get</th>
</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'is_inference_output'</span><span data-if="c" style="display:none">"is_inference_output"</span><span data-if="cpp" style="display:none">"is_inference_output"</span><span data-if="com" style="display:none">"is_inference_output"</span><span data-if="dotnet" style="display:none">"is_inference_output"</span><span data-if="python" style="display:none">"is_inference_output"</span></i>                 </td>
<td style="text-align:center">
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</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'leaky_relu_alpha'</span><span data-if="c" style="display:none">"leaky_relu_alpha"</span><span data-if="cpp" style="display:none">"leaky_relu_alpha"</span><span data-if="com" style="display:none">"leaky_relu_alpha"</span><span data-if="dotnet" style="display:none">"leaky_relu_alpha"</span><span data-if="python" style="display:none">"leaky_relu_alpha"</span></i>                    </td>
<td style="text-align:center">
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<td style="text-align:center"><span title="22" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'num_trainable_params'</span><span data-if="c" style="display:none">"num_trainable_params"</span><span data-if="cpp" style="display:none">"num_trainable_params"</span><span data-if="com" style="display:none">"num_trainable_params"</span><span data-if="dotnet" style="display:none">"num_trainable_params"</span><span data-if="python" style="display:none">"num_trainable_params"</span></i>                </td>
<td style="text-align:center">
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<td style="text-align:center"><span title="24" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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</svg></span></td>
</tr>
<tr>
<td style="text-align:left">
<i><span data-if="hdevelop" style="display:inline">'upper_bound'</span><span data-if="c" style="display:none">"upper_bound"</span><span data-if="cpp" style="display:none">"upper_bound"</span><span data-if="com" style="display:none">"upper_bound"</span><span data-if="dotnet" style="display:none">"upper_bound"</span><span data-if="python" style="display:none">"upper_bound"</span></i>                         </td>
<td style="text-align:center">
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<td style="text-align:center">
<span title="26" style="vertical-align:-0.0991602em" class="math"><!-- Created by MetaPost 1.902 on 2023.05.15:2033 --><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="0.723753em" height="0.573321em" viewBox="0 0 11.580048 9.173141">
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</td>
</tr>
</table></div>
<h2 id="sec_execution">运行信息</h2>
<ul>
  <li>多线程类型:可重入(与非独占操作符并行运行)。</li>
<li>多线程作用域:全局(可以从任何线程调用)。</li>
  <li>未经并行化处理。</li>
</ul>
<h2 id="sec_parameters">参数表</h2>
  <div class="par">
<div class="parhead">
<span id="DLLayerInput" class="parname"><b><code><span data-if="hdevelop" style="display:inline">DLLayerInput</span><span data-if="c" style="display:none">DLLayerInput</span><span data-if="cpp" style="display:none">DLLayerInput</span><span data-if="com" style="display:none">DLLayerInput</span><span data-if="dotnet" style="display:none">DLLayerInput</span><span data-if="python" style="display:none">dllayer_input</span></code></b> (input_control)  </span><span>dl_layer <code>→</code> <span data-if="dotnet" style="display:none"><a href="HDlLayer.html">HDlLayer</a>, </span><span data-if="dotnet" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="python" style="display:none">HHandle</span><span data-if="cpp" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="c" style="display:none">Htuple</span><span data-if="hdevelop" style="display:inline"> (handle)</span><span data-if="dotnet" style="display:none"> (<i>IntPtr</i>)</span><span data-if="cpp" style="display:none"> (<i>HHandle</i>)</span><span data-if="c" style="display:none"> (<i>handle</i>)</span></span>
</div>
<p class="pardesc">Feeding layer.</p>
</div>
  <div class="par">
<div class="parhead">
<span id="LayerName" class="parname"><b><code><span data-if="hdevelop" style="display:inline">LayerName</span><span data-if="c" style="display:none">LayerName</span><span data-if="cpp" style="display:none">LayerName</span><span data-if="com" style="display:none">LayerName</span><span data-if="dotnet" style="display:none">layerName</span><span data-if="python" style="display:none">layer_name</span></code></b> (input_control)  </span><span>string <code>→</code> <span data-if="dotnet" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="python" style="display:none">str</span><span data-if="cpp" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="c" style="display:none">Htuple</span><span data-if="hdevelop" style="display:inline"> (string)</span><span data-if="dotnet" style="display:none"> (<i>string</i>)</span><span data-if="cpp" style="display:none"> (<i>HString</i>)</span><span data-if="c" style="display:none"> (<i>char*</i>)</span></span>
</div>
<p class="pardesc">Name of the output layer.</p>
</div>
  <div class="par">
<div class="parhead">
<span id="ActivationType" class="parname"><b><code><span data-if="hdevelop" style="display:inline">ActivationType</span><span data-if="c" style="display:none">ActivationType</span><span data-if="cpp" style="display:none">ActivationType</span><span data-if="com" style="display:none">ActivationType</span><span data-if="dotnet" style="display:none">activationType</span><span data-if="python" style="display:none">activation_type</span></code></b> (input_control)  </span><span>string <code>→</code> <span data-if="dotnet" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="python" style="display:none">str</span><span data-if="cpp" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="c" style="display:none">Htuple</span><span data-if="hdevelop" style="display:inline"> (string)</span><span data-if="dotnet" style="display:none"> (<i>string</i>)</span><span data-if="cpp" style="display:none"> (<i>HString</i>)</span><span data-if="c" style="display:none"> (<i>char*</i>)</span></span>
</div>
<p class="pardesc">Activation type.</p>
<p class="pardesc"><span class="parcat">Default:
      </span>
    <span data-if="hdevelop" style="display:inline">'relu'</span>
    <span data-if="c" style="display:none">"relu"</span>
    <span data-if="cpp" style="display:none">"relu"</span>
    <span data-if="com" style="display:none">"relu"</span>
    <span data-if="dotnet" style="display:none">"relu"</span>
    <span data-if="python" style="display:none">"relu"</span>
</p>
<p class="pardesc"><span class="parcat">List of values:
      </span><span data-if="hdevelop" style="display:inline">'relu'</span><span data-if="c" style="display:none">"relu"</span><span data-if="cpp" style="display:none">"relu"</span><span data-if="com" style="display:none">"relu"</span><span data-if="dotnet" style="display:none">"relu"</span><span data-if="python" style="display:none">"relu"</span>, <span data-if="hdevelop" style="display:inline">'sigmoid'</span><span data-if="c" style="display:none">"sigmoid"</span><span data-if="cpp" style="display:none">"sigmoid"</span><span data-if="com" style="display:none">"sigmoid"</span><span data-if="dotnet" style="display:none">"sigmoid"</span><span data-if="python" style="display:none">"sigmoid"</span></p>
</div>
  <div class="par">
<div class="parhead">
<span id="GenParamName" class="parname"><b><code><span data-if="hdevelop" style="display:inline">GenParamName</span><span data-if="c" style="display:none">GenParamName</span><span data-if="cpp" style="display:none">GenParamName</span><span data-if="com" style="display:none">GenParamName</span><span data-if="dotnet" style="display:none">genParamName</span><span data-if="python" style="display:none">gen_param_name</span></code></b> (input_control)  </span><span>attribute.name(-array) <code>→</code> <span data-if="dotnet" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="python" style="display:none">MaybeSequence[str]</span><span data-if="cpp" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="c" style="display:none">Htuple</span><span data-if="hdevelop" style="display:inline"> (string)</span><span data-if="dotnet" style="display:none"> (<i>string</i>)</span><span data-if="cpp" style="display:none"> (<i>HString</i>)</span><span data-if="c" style="display:none"> (<i>char*</i>)</span></span>
</div>
<p class="pardesc">Generic input parameter names.</p>
<p class="pardesc"><span class="parcat">Default:
      </span>[]</p>
<p class="pardesc"><span class="parcat">List of values:
      </span><span data-if="hdevelop" style="display:inline">'is_inference_output'</span><span data-if="c" style="display:none">"is_inference_output"</span><span data-if="cpp" style="display:none">"is_inference_output"</span><span data-if="com" style="display:none">"is_inference_output"</span><span data-if="dotnet" style="display:none">"is_inference_output"</span><span data-if="python" style="display:none">"is_inference_output"</span>, <span data-if="hdevelop" style="display:inline">'leaky_relu_alpha'</span><span data-if="c" style="display:none">"leaky_relu_alpha"</span><span data-if="cpp" style="display:none">"leaky_relu_alpha"</span><span data-if="com" style="display:none">"leaky_relu_alpha"</span><span data-if="dotnet" style="display:none">"leaky_relu_alpha"</span><span data-if="python" style="display:none">"leaky_relu_alpha"</span>, <span data-if="hdevelop" style="display:inline">'upper_bound'</span><span data-if="c" style="display:none">"upper_bound"</span><span data-if="cpp" style="display:none">"upper_bound"</span><span data-if="com" style="display:none">"upper_bound"</span><span data-if="dotnet" style="display:none">"upper_bound"</span><span data-if="python" style="display:none">"upper_bound"</span></p>
</div>
  <div class="par">
<div class="parhead">
<span id="GenParamValue" class="parname"><b><code><span data-if="hdevelop" style="display:inline">GenParamValue</span><span data-if="c" style="display:none">GenParamValue</span><span data-if="cpp" style="display:none">GenParamValue</span><span data-if="com" style="display:none">GenParamValue</span><span data-if="dotnet" style="display:none">genParamValue</span><span data-if="python" style="display:none">gen_param_value</span></code></b> (input_control)  </span><span>attribute.value(-array) <code>→</code> <span data-if="dotnet" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="python" style="display:none">MaybeSequence[Union[int, float, str]]</span><span data-if="cpp" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="c" style="display:none">Htuple</span><span data-if="hdevelop" style="display:inline"> (string / </span><span data-if="hdevelop" style="display:inline">integer / </span><span data-if="hdevelop" style="display:inline">real)</span><span data-if="dotnet" style="display:none"> (<i>string</i> / </span><span data-if="dotnet" style="display:none">int / </span><span data-if="dotnet" style="display:none">long / </span><span data-if="dotnet" style="display:none">double)</span><span data-if="cpp" style="display:none"> (<i>HString</i> / </span><span data-if="cpp" style="display:none">Hlong / </span><span data-if="cpp" style="display:none">double)</span><span data-if="c" style="display:none"> (<i>char*</i> / </span><span data-if="c" style="display:none">Hlong / </span><span data-if="c" style="display:none">double)</span></span>
</div>
<p class="pardesc">Generic input parameter values.</p>
<p class="pardesc"><span class="parcat">Default:
      </span>[]</p>
<p class="pardesc"><span class="parcat">Suggested values:
      </span><span data-if="hdevelop" style="display:inline">'true'</span><span data-if="c" style="display:none">"true"</span><span data-if="cpp" style="display:none">"true"</span><span data-if="com" style="display:none">"true"</span><span data-if="dotnet" style="display:none">"true"</span><span data-if="python" style="display:none">"true"</span>, <span data-if="hdevelop" style="display:inline">'false'</span><span data-if="c" style="display:none">"false"</span><span data-if="cpp" style="display:none">"false"</span><span data-if="com" style="display:none">"false"</span><span data-if="dotnet" style="display:none">"false"</span><span data-if="python" style="display:none">"false"</span></p>
</div>
  <div class="par">
<div class="parhead">
<span id="DLLayerActivation" class="parname"><b><code><span data-if="hdevelop" style="display:inline">DLLayerActivation</span><span data-if="c" style="display:none">DLLayerActivation</span><span data-if="cpp" style="display:none">DLLayerActivation</span><span data-if="com" style="display:none">DLLayerActivation</span><span data-if="dotnet" style="display:none">DLLayerActivation</span><span data-if="python" style="display:none">dllayer_activation</span></code></b> (output_control)  </span><span>dl_layer <code>→</code> <span data-if="dotnet" style="display:none"><a href="HDlLayer.html">HDlLayer</a>, </span><span data-if="dotnet" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="python" style="display:none">HHandle</span><span data-if="cpp" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="c" style="display:none">Htuple</span><span data-if="hdevelop" style="display:inline"> (handle)</span><span data-if="dotnet" style="display:none"> (<i>IntPtr</i>)</span><span data-if="cpp" style="display:none"> (<i>HHandle</i>)</span><span data-if="c" style="display:none"> (<i>handle</i>)</span></span>
</div>
<p class="pardesc">Activation layer.</p>
</div>
<h2 id="sec_module">模块</h2>
<p>
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